implementation several deep text match (text similarly) models for keras . cdssm, arc-ii,match_pyramid, mvlstm ,esim, drcn ,bimpm, bert, albert, raberta
☆291Oct 20, 2020Updated 5 years ago
Alternatives and similar repositories for deep_text_matching
Users that are interested in deep_text_matching are comparing it to the libraries listed below
Sorting:
- 常用文本匹配模型tf版本,数据集为QA_corpus,持续更新中☆674Oct 12, 2019Updated 6 years ago
- 文本匹配的相关模型DSSM,ESIM,ABCNN,BIMPM等,数据集为LCQMC官方数据☆470May 8, 2022Updated 3 years ago
- 基于Pytorch的,中文语义相似度匹配模型(ABCNN、Albert、Bert、BIMPM、DecomposableAttention、DistilBert、ESIM、RE2、Roberta、SiaGRU、XlNet)☆796Mar 22, 2020Updated 5 years ago
- a bert for retrieval and generation☆860Feb 26, 2021Updated 5 years ago
- Text-Similarity Method in Pytorch☆469Dec 9, 2018Updated 7 years ago
- Facilitating the design, comparison and sharing of deep text matching models.☆3,855Aug 2, 2024Updated last year
- A pytorch implementation of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".☆306Aug 24, 2022Updated 3 years ago
- Macadam是一个以Tensorflow(Keras)和bert4keras为基础,专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA…☆327Mar 24, 2023Updated 2 years ago
- A simple effective ToolKit for short text matching☆329Jul 19, 2022Updated 3 years ago
- keras implement of transformers for humans☆5,421Nov 11, 2024Updated last year
- SimCSE在中文任务上的简单实验☆606Aug 7, 2023Updated 2 years ago
- Open Language Pre-trained Model Zoo☆1,005Nov 18, 2021Updated 4 years ago
- Source code of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".☆340Oct 11, 2019Updated 6 years ago
- 自然语言处理(nlp),小姜机器人(闲聊检索式chatbot),BERT句向量-相似度(Sentence Similarity),XLNET句向量-相似度(text xlnet embedding),文本分类(Text classification), 实体提取(ner,b…☆1,539Sep 23, 2021Updated 4 years ago
- CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案☆412Mar 24, 2023Updated 2 years ago
- QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索(bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….)☆933May 1, 2023Updated 2 years ago
- 天池 疫情相似句对判定大赛 线上第一名方案☆434Oct 17, 2020Updated 5 years ago
- ☆11Mar 30, 2021Updated 4 years ago
- Computing similarity of two sentences with google's BERT algorithm。利用Bert计算句子相似度。语义相似度计算。文本相似度计算。☆510Mar 24, 2023Updated 2 years ago
- 机器检索阅读联合学习,莱斯杯:全国第二届“军事智能机器阅读”挑战赛 rank6 方案☆128Oct 20, 2020Updated 5 years ago
- ☆279Dec 8, 2020Updated 5 years ago
- 中文知识库问答代码,CCKS2019 CKBQA评测第四名解决方案☆478Apr 5, 2021Updated 4 years ago
- DeepIE: Deep Learning for Information Extraction☆1,943Dec 9, 2022Updated 3 years ago
- AAAI19 - Lattice CNNs for Matching Based Chinese Question Answering☆110Mar 24, 2023Updated 2 years ago
- Implementation of BERT that could load official pre-trained models for feature extraction and prediction☆2,427Jan 22, 2022Updated 4 years ago
- ccf 2020 qa match competition top1☆267Jan 28, 2021Updated 5 years ago
- 复盘所有NLP比赛的TOP方案,只关注NLP比赛,持续更新中!☆2,795Aug 30, 2025Updated 6 months ago
- 中文自然语言推理数据集(A large-scale Chinese Nature language inference and Semantic similarity calculation Dataset)☆435Feb 10, 2020Updated 6 years ago
- Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)☆10,175Jul 15, 2025Updated 7 months ago
- 天池大赛疫情文本挑战赛线上第三名方案分享☆228Feb 8, 2021Updated 5 years ago
- 北京航空航天大学大数据高精尖中心自然语言处理研究团队开展了智能问答的研究与应用总结。包括基于知识图谱的问答(KBQA),基于文本的问答系统(TextQA),基于表格的问答系统(TableQA)、基于视觉的问答系统(VisualQA)和机器阅读理解(MRC)等,每类任务分别对…☆1,809Apr 6, 2023Updated 2 years ago
- 基于bert进行中文文本纠错☆241Jun 12, 2023Updated 2 years ago
- 莱斯杯:全国第二届“军事智能机器阅读”挑战赛 - Rank7 解决方案☆40Nov 3, 2019Updated 6 years ago
- 中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard☆4,230Feb 6, 2026Updated 3 weeks ago
- CCKS2019评测任务五-公众公司公告信息抽取,第3名☆122Sep 15, 2019Updated 6 years ago
- pytorch实现 Bert 做seq2seq任务,使用unilm方案,现在也可以做自动摘要,文本分类,情感分析,NER,词性标注等任务,支持t5模型,支持GPT2进行文章续写。☆1,306Jun 18, 2022Updated 3 years ago
- A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型☆3,983Nov 21, 2022Updated 3 years ago
- NLP句子编码、句子embedding、语义相似度:BERT_avg、BERT_whitening、SBERT、SmiCSE☆178Dec 29, 2021Updated 4 years ago
- 微调预训练语言模型,解决多标签分类任务(可加载BERT、Roberta、Bert-wwm以及albert等知名开源tf格式的模型)☆140Jul 23, 2020Updated 5 years ago